Knowledge Fusion via Bidirectional Information Aggregation

ArXi:2507.08704v3 Announce Type: replace-cross Knowledge graphs (KGs) are the cornerstone of the semantic web, offering up-to-date representations of real-world entities and relations. Yet large language models (LLMs) remain largely static after pre-